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Learning Theory

Learning theory

Papers

Showing 110 of 852 papers

TitleStatusHype
On the Hardness of Bandit Learning0
Finding Optimal Kernel Size and Dimension in Convolutional Neural Networks An Architecture Optimization Approach0
The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well0
Learning Theory of Decentralized Robust Kernel-Based Learning Algorithm0
What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness0
A Machine Learning Theory Perspective on Strategic Litigation0
Variational Adaptive Noise and Dropout towards Stable Recurrent Neural Networks0
Learning DNF through Generalized Fourier Representations0
Distribution free M-estimation0
Attribute-Efficient PAC Learning of Sparse Halfspaces with Constant Malicious Noise Rate0
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